/task_1

Primary LanguagePython

HINDI , GUJARATI OCR USING EASYOCR

This project is a basic project on hindi , gujarati text ocr using easyocr

Table of contents

  1. About
  2. Tech Stack
  3. Input images
  4. Running the Program
  5. Output
  6. Time_taken

📢 About

The project is for detecting hindi,gujarati text in various images. It uses easyocr to get the text and bounding boxes coordinates.

💡 TechStack

The tech stack used for this project

  • EASYOCR
  • PYTHON3
  • OPENCV

📷 INPUT

The input for the project is taken from https://www.kaggle.com/datasets/dataclusterlabs/hindi-text-image-dataset.

🔧 RUNNINGTHEPROGRAM

  • To run the program on a single image , run python3 task_1.py -i imagepath
  • To run the program on a folder, run python3 task_1.py -f folderpath

📁 OUTPUT

  • Some output images are shown below
  1. alt text
  2. alt text

🕚 TIMETAKEN

  • For about 100 images using GPU from google colab , the time took was around 10 minutes .
  • For a single image the time was 1 second.
  • Some optimisations are yet to be done.

See the below links for more images and results. https://drive.google.com/drive/folders/14t1gW2RJVd9qD91BntOwvpf8diZsDn7Z?usp=sharing